To address the issues of the original Bounty Hunter Optimizer (BHO) lacking Pareto dominance sorting, external non-dominated archives, crowding maintenance, and multi-objective environmental selection mechanisms, a native multi-objective BHO reconstruction algorithm called IMBHO, assisted by an archive, is proposed.